Thermodynamic inference of data manifolds
Purushottam D. Dixit · Physical Review Research · 2020
The author presents a dimensionality reduction method, thermodynamic manifold inference, that approximates arbitrary data as Gibbs-Boltzmann distributions. This allows the use of the statistical physics tools in data analysis.